How to prevent holes that makes the displacement modifier?
On the Displacement Modifier, you can change the strength to a negative value.



EDIT:
You'll get what you are looking for if you modify the image that you're using to drive the displacement so that the value for the plane in isn't gray, but black. 

Think of it this way: Black becomes the lowest point in the displacement and white the highest.